# Licensed to the Apache Software Foundation (ASF) under one # or more contributor license agreements. See the NOTICE file # distributed with this work for additional information # regarding copyright ownership. The ASF licenses this file # to you under the Apache License, Version 2.0 (the # "License"); you may not use this file except in compliance # with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, # software distributed under the License is distributed on an # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY # KIND, either express or implied. See the License for the # specific language governing permissions and limitations # under the License. import pytest import tvm from tvm.target import Target, _ffi_api, codegen LLVM_VERSION = codegen.llvm_version_major() def test_llvm_targets(capfd): ## ## check LLVM backend ## # check blank results assert len(codegen.llvm_get_targets()) assert len(codegen.llvm_get_system_cpu()) assert len(codegen.llvm_get_system_triple()) assert len(codegen.llvm_get_system_x86_vendor()) # check ffi vs python assert codegen.llvm_get_system_cpu() == _ffi_api.llvm_get_system_cpu() assert codegen.llvm_get_system_triple() == _ffi_api.llvm_get_system_triple() assert codegen.llvm_get_system_x86_vendor() == _ffi_api.llvm_get_system_x86_vendor() assert str(codegen.llvm_get_targets()) == str(_ffi_api.llvm_get_targets()) tvm.target.codegen.llvm_get_cpu_features( tvm.target.Target({"kind": "llvm", "mtriple": "x86_64-linux-gnu", "mcpu": "dummy"}) ) expected_str = ( " with `-mcpu=dummy` is not valid in " "`-mtriple=x86_64-linux-gnu`, using default `-mcpu=generic`" ) readout_error = capfd.readouterr().err assert "Error: Using LLVM " in readout_error assert expected_str in readout_error @pytest.mark.parametrize( "min_llvm_version,llvm_target,cpu_arch,cpu_features,is_supported", [ (-1, "x86_64", "sandybridge", "sse4.1", True), (-1, "x86_64", "ivybridge", ["sse4.1", "ssse3"], True), (-1, "x86_64", "ivybridge", ["sse4.1", "ssse3", "avx512bw"], False), # 32bit vs 64bit (-1, "aarch64", "cortex-a55", "neon", True), (-1, "aarch64", "cortex-a55", "dotprod", True), (-1, "aarch64", "cortex-a55", "dsp", False), (-1, "arm", "cortex-a55", "dsp", True), (-1, "aarch64", "cortex-a55", ["neon", "dotprod"], True), (-1, "aarch64", "cortex-a55", ["neon", "dotprod", "dsp"], False), (-1, "arm", "cortex-a55", ["neon", "dotprod"], True), (-1, "aarch64", "cortex-a55", ["neon", "dotprod", "dsp"], False), (-1, "arm", "cortex-a55", ["neon", "dotprod", "dsp"], True), ], ) def test_target_features(min_llvm_version, llvm_target, cpu_arch, cpu_features, is_supported): target = Target({"kind": "llvm", "mtriple": f"{llvm_target}--", "mcpu": cpu_arch}) ## ## legalize llvm_target ## assert llvm_target in codegen.llvm_get_targets() ## ## legalize cpu_arch ## ### with context with target: assert cpu_arch in codegen.llvm_get_cpu_archlist() ### no context but with expicit target assert cpu_arch in codegen.llvm_get_cpu_archlist(target) # check ffi vs python assert str(codegen.llvm_get_cpu_archlist(target)) == str(_ffi_api.llvm_get_cpu_archlist(target)) ## ## check has_features ## ### with context with target: assert codegen.llvm_cpu_has_features(cpu_features) == is_supported ### no context but with expicit target assert codegen.llvm_cpu_has_features(cpu_features, target) == is_supported # check ffi vs python for feat in cpu_features: assert str(codegen.llvm_cpu_has_features(feat, target)) == str( _ffi_api.llvm_cpu_has_feature(feat, target) )